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ICITA
2005
IEEE
16 years 6 days ago
Combining Diversity-Based Active Learning with Discriminant Analysis in Image Retrieval
Small-sample learning in image retrieval is a pertinent and interesting problem. Relevance feedback is an active area of research that seeks to find algorithms that are robust wi...
Charlie K. Dagli, ShyamSundar Rajaram, Thomas S. H...
CIARP
2005
Springer
16 years 4 days ago
Automatic Evaluation of Document Binarization Results
Most of the document binarization techniques have many parameters that can initially be specified. Usually, subjective document binarization evaluation, employs human observes for ...
Euthimios Badekas, Nikos Papamarkos
CIARP
2005
Springer
16 years 4 days ago
Classifier Selection Based on Data Complexity Measures
Tin Kam Ho and Ester Bernardò Mansilla in 2004 proposed to use data complexity measures to determine the domain of competition of the classifiers. They applied different classifie...
Edith Hernández-Reyes, Jesús Ariel C...
CIARP
2005
Springer
16 years 4 days ago
Edition Schemes Based on BSE
Edition is an important and useful task in supervised classification specifically for instance-based classifiers because edition discards from the training set those useless or har...
José Arturo Olvera-López, José...
149
Voted
CIKM
2005
Springer
16 years 4 days ago
On the estimation of frequent itemsets for data streams: theory and experiments
In this paper, we devise a method for the estimation of the true support of itemsets on data streams, with the objective to maximize one chosen criterion among {precision, recall}...
Pierre-Alain Laur, Richard Nock, Jean-Emile Sympho...